Publications

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Conference Paper
Mathe K, Busoniu L, Munos R, De Schutter B.  2014.  Optimistic planning with a limited number of action switches for near-optimal nonlinear control. Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on. :3518-3523.
Busoniu L, Daniels A, Munos R, Babuska R.  2013.  Optimistic Planning for Continuous–Action Deterministic Systems. 2013 IEEE International Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL-13).
Fonteneau R, Busoniu L, Munos R.  2013.  Optimistic Planning for Belief-Augmented Markov Decision Processes. 2013 IEEE International Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL-13).
Busoniu L, Munos R, Páll E.  2014.  An analysis of optimistic, best-first search for minimax sequential decision making. Adaptive Dynamic Programming and Reinforcement Learning (ADPRL), 2014 IEEE Symposium on. :1–8.
Busoniu L, Páll E, Munos R.  2016.  Discounted near-optimal control of general continuous-action nonlinear systems using optimistic planning. Proceedings 2016 American Control Conference (ACC-16).